Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 52 |
| Missing cells | 420 |
| Missing cells (%) | 35.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.5 KiB |
| Average record size in memory | 186.5 B |
Variable types
| Numeric | 17 |
|---|---|
| Unsupported | 5 |
| Categorical | 1 |
Natural gas has 30 (57.7%) missing values | Missing |
Hydroenergy has 52 (100.0%) missing values | Missing |
Nuclear has 35 (67.3%) missing values | Missing |
Firewood has 52 (100.0%) missing values | Missing |
Sugarcane and products has 52 (100.0%) missing values | Missing |
Other Primary_x000d_ has 45 (86.5%) missing values | Missing |
Electricity has 52 (100.0%) missing values | Missing |
Kerosene/jet fuel has 1 (1.9%) missing values | Missing |
Coke has 1 (1.9%) missing values | Missing |
Charcoal has 52 (100.0%) missing values | Missing |
Gases has 48 (92.3%) missing values | Missing |
Year is uniformly distributed | Uniform |
Year has unique values | Unique |
Oil has unique values | Unique |
Coal has unique values | Unique |
Total Primaries has unique values | Unique |
LPG has unique values | Unique |
Gasoline/alcohol has unique values | Unique |
Diesel oil has unique values | Unique |
Fuel oil has unique values | Unique |
Total Secundaries has unique values | Unique |
Total has unique values | Unique |
Hydroenergy is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Firewood is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Sugarcane and products is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Electricity is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Charcoal is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2023-07-30 07:30:45.648304 |
|---|---|
| Analysis finished | 2023-07-30 07:31:56.495395 |
| Duration | 1 minute and 10.85 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
Year
Real number (ℝ)
UNIFORM UNIQUE
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1995.5 |
| Minimum | 1970 |
|---|---|
| Maximum | 2021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1972.55 |
| Q1 | 1982.75 |
| median | 1995.5 |
| Q3 | 2008.25 |
| 95-th percentile | 2018.45 |
| Maximum | 2021 |
| Range | 51 |
| Interquartile range (IQR) | 25.5 |
Descriptive statistics
| Standard deviation | 15.154757 |
|---|---|
| Coefficient of variation (CV) | 0.0075944662 |
| Kurtosis | -1.2 |
| Mean | 1995.5 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0 |
| Sum | 103766 |
| Variance | 229.66667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1970 | 1 | 1.9% |
| 1971 | 1 | 1.9% |
| 1998 | 1 | 1.9% |
| 1999 | 1 | 1.9% |
| 2000 | 1 | 1.9% |
| 2001 | 1 | 1.9% |
| 2002 | 1 | 1.9% |
| 2003 | 1 | 1.9% |
| 2004 | 1 | 1.9% |
| 2005 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1971 | 1 | |
| 1972 | 1 | |
| 1973 | 1 | |
| 1974 | 1 | |
| 1975 | 1 | |
| 1976 | 1 | |
| 1977 | 1 | |
| 1978 | 1 | |
| 1979 | 1 |
| Value | Count | Frequency (%) |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 | |
| 2012 | 1 |
Oil
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.30327 |
| Minimum | -3821.01 |
|---|---|
| Maximum | 3066.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 23 |
| Negative (%) | 44.2% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -3821.01 |
|---|---|
| 5-th percentile | -1993.831 |
| Q1 | -510.8275 |
| median | 208.575 |
| Q3 | 935.675 |
| 95-th percentile | 2235.7955 |
| Maximum | 3066.78 |
| Range | 6887.79 |
| Interquartile range (IQR) | 1446.5025 |
Descriptive statistics
| Standard deviation | 1331.4993 |
|---|---|
| Coefficient of variation (CV) | 11.448511 |
| Kurtosis | 0.68628071 |
| Mean | 116.30327 |
| Median Absolute Deviation (MAD) | 721.54 |
| Skewness | -0.32924231 |
| Sum | 6047.77 |
| Variance | 1772890.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -277.33 | 1 | 1.9% |
| -966.96 | 1 | 1.9% |
| -240.21 | 1 | 1.9% |
| 284.97 | 1 | 1.9% |
| -1285.15 | 1 | 1.9% |
| 2390.16 | 1 | 1.9% |
| 923.32 | 1 | 1.9% |
| 324.12 | 1 | 1.9% |
| 1056.95 | 1 | 1.9% |
| 309.48 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -3821.01 | 1 | |
| -2503.7 | 1 | |
| -2116.8 | 1 | |
| -1893.22 | 1 | |
| -1744.95 | 1 | |
| -1573.38 | 1 | |
| -1543.43 | 1 | |
| -1285.15 | 1 | |
| -1007.78 | 1 | |
| -966.96 | 1 |
| Value | Count | Frequency (%) |
| 3066.78 | 1 | |
| 2390.16 | 1 | |
| 2326.76 | 1 | |
| 2161.37 | 1 | |
| 2121.62 | 1 | |
| 2046.85 | 1 | |
| 1491.75 | 1 | |
| 1456 | 1 | |
| 1302.42 | 1 | |
| 1115.55 | 1 |
Natural gas
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 95.5% |
| Missing | 30 |
| Missing (%) | 57.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1415.9418 |
| Minimum | -3618.96 |
|---|---|
| Maximum | 169.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 17 |
| Negative (%) | 32.7% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -3618.96 |
|---|---|
| 5-th percentile | -3553.637 |
| Q1 | -2175.46 |
| median | -1316.835 |
| Q3 | -173.725 |
| 95-th percentile | 17.3735 |
| Maximum | 169.49 |
| Range | 3788.45 |
| Interquartile range (IQR) | 2001.735 |
Descriptive statistics
| Standard deviation | 1175.5039 |
|---|---|
| Coefficient of variation (CV) | -0.83019226 |
| Kurtosis | -0.80160554 |
| Mean | -1415.9418 |
| Median Absolute Deviation (MAD) | 1071.645 |
| Skewness | -0.27735145 |
| Sum | -31150.72 |
| Variance | 1381809.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 4.79 | 2 | 3.8% |
| -1933.24 | 1 | 1.9% |
| -3618.96 | 1 | 1.9% |
| -1840.16 | 1 | 1.9% |
| -2256.2 | 1 | 1.9% |
| -2675.45 | 1 | 1.9% |
| -2693.07 | 1 | 1.9% |
| -2520.76 | 1 | 1.9% |
| -1209.1 | 1 | 1.9% |
| -1424.57 | 1 | 1.9% |
| Other values (11) | 11 | 21.2% |
| (Missing) | 30 |
| Value | Count | Frequency (%) |
| -3618.96 | 1 | |
| -3598.93 | 1 | |
| -2693.07 | 1 | |
| -2675.45 | 1 | |
| -2520.76 | 1 | |
| -2256.2 | 1 | |
| -1933.24 | 1 | |
| -1912.82 | 1 | |
| -1840.16 | 1 | |
| -1660.47 | 1 |
| Value | Count | Frequency (%) |
| 169.49 | 1 | |
| 17.9 | 1 | |
| 7.37 | 1 | |
| 4.79 | 2 | |
| -2.87 | 1 | |
| -686.29 | 1 | |
| -1029.44 | 1 | |
| -1115.23 | 1 | |
| -1177.5 | 1 | |
| -1209.1 | 1 |
Coal
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.3611538 |
| Minimum | -642.78 |
|---|---|
| Maximum | 638 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 26 |
| Negative (%) | 50.0% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -642.78 |
|---|---|
| 5-th percentile | -396.9865 |
| Q1 | -218.8225 |
| median | -16.48 |
| Q3 | 161.9525 |
| 95-th percentile | 543.855 |
| Maximum | 638 |
| Range | 1280.78 |
| Interquartile range (IQR) | 380.775 |
Descriptive statistics
| Standard deviation | 300.80641 |
|---|---|
| Coefficient of variation (CV) | -89.494985 |
| Kurtosis | -0.3062935 |
| Mean | -3.3611538 |
| Median Absolute Deviation (MAD) | 200.185 |
| Skewness | 0.37531742 |
| Sum | -174.78 |
| Variance | 90484.499 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -167.52 | 1 | 1.9% |
| 30.12 | 1 | 1.9% |
| -276 | 1 | 1.9% |
| 472.24 | 1 | 1.9% |
| 155.12 | 1 | 1.9% |
| 602.54 | 1 | 1.9% |
| -171.74 | 1 | 1.9% |
| -38.19 | 1 | 1.9% |
| 196.4 | 1 | 1.9% |
| 42.82 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -642.78 | 1 | |
| -506.44 | 1 | |
| -412.92 | 1 | |
| -383.95 | 1 | |
| -379.73 | 1 | |
| -371.53 | 1 | |
| -306.57 | 1 | |
| -289.86 | 1 | |
| -280.31 | 1 | |
| -279.55 | 1 |
| Value | Count | Frequency (%) |
| 638 | 1 | |
| 619.15 | 1 | |
| 602.54 | 1 | |
| 495.84 | 1 | |
| 486.95 | 1 | |
| 472.24 | 1 | |
| 420.33 | 1 | |
| 332.83 | 1 | |
| 325.44 | 1 | |
| 303.8 | 1 |
Hydroenergy
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Nuclear
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 35 |
| Missing (%) | 67.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -82.159412 |
| Minimum | -708.26 |
|---|---|
| Maximum | 137.57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8 |
| Negative (%) | 15.4% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -708.26 |
|---|---|
| 5-th percentile | -571.308 |
| Q1 | -86.75 |
| median | 4.28 |
| Q3 | 68.81 |
| 95-th percentile | 112.354 |
| Maximum | 137.57 |
| Range | 845.83 |
| Interquartile range (IQR) | 155.56 |
Descriptive statistics
| Standard deviation | 242.06468 |
|---|---|
| Coefficient of variation (CV) | -2.9462806 |
| Kurtosis | 2.0418419 |
| Mean | -82.159412 |
| Median Absolute Deviation (MAD) | 85.87 |
| Skewness | -1.682929 |
| Sum | -1396.71 |
| Variance | 58595.311 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| -537.07 | 1 | 1.9% |
| -409.82 | 1 | 1.9% |
| -708.26 | 1 | 1.9% |
| 90.15 | 1 | 1.9% |
| 16.17 | 1 | 1.9% |
| -153.09 | 1 | 1.9% |
| -33.99 | 1 | 1.9% |
| 39.98 | 1 | 1.9% |
| -86.75 | 1 | 1.9% |
| 68.81 | 1 | 1.9% |
| Other values (7) | 7 | 13.5% |
| (Missing) | 35 |
| Value | Count | Frequency (%) |
| -708.26 | 1 | |
| -537.07 | 1 | |
| -409.82 | 1 | |
| -153.09 | 1 | |
| -86.75 | 1 | |
| -62.36 | 1 | |
| -33.99 | 1 | |
| -22.29 | 1 | |
| 4.28 | 1 | |
| 16.17 | 1 |
| Value | Count | Frequency (%) |
| 137.57 | 1 | |
| 106.05 | 1 | |
| 99.2 | 1 | |
| 90.15 | 1 | |
| 68.81 | 1 | |
| 54.71 | 1 | |
| 39.98 | 1 | |
| 16.17 | 1 | |
| 4.28 | 1 | |
| -22.29 | 1 |
Firewood
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Sugarcane and products
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Other Primary_x000d_
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 45 |
| Missing (%) | 86.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -26.352857 |
| Minimum | -106.75 |
|---|---|
| Maximum | 30.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 5 |
| Negative (%) | 9.6% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -106.75 |
|---|---|
| 5-th percentile | -89.887 |
| Q1 | -39.14 |
| median | -24.23 |
| Q3 | -2.945 |
| 95-th percentile | 23.912 |
| Maximum | 30.68 |
| Range | 137.43 |
| Interquartile range (IQR) | 36.195 |
Descriptive statistics
| Standard deviation | 44.061737 |
|---|---|
| Coefficient of variation (CV) | -1.6719909 |
| Kurtosis | 1.302836 |
| Mean | -26.352857 |
| Median Absolute Deviation (MAD) | 26.31 |
| Skewness | -0.83315465 |
| Sum | -184.47 |
| Variance | 1941.4367 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| -14.01 | 1 | 1.9% |
| -50.54 | 1 | 1.9% |
| -106.75 | 1 | 1.9% |
| 30.68 | 1 | 1.9% |
| -27.74 | 1 | 1.9% |
| -24.23 | 1 | 1.9% |
| 8.12 | 1 | 1.9% |
| (Missing) | 45 |
| Value | Count | Frequency (%) |
| -106.75 | 1 | |
| -50.54 | 1 | |
| -27.74 | 1 | |
| -24.23 | 1 | |
| -14.01 | 1 | |
| 8.12 | 1 | |
| 30.68 | 1 |
| Value | Count | Frequency (%) |
| 30.68 | 1 | |
| 8.12 | 1 | |
| -14.01 | 1 | |
| -24.23 | 1 | |
| -27.74 | 1 | |
| -50.54 | 1 | |
| -106.75 | 1 |
Total Primaries
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -516.51808 |
| Minimum | -4538.89 |
|---|---|
| Maximum | 2992.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 34 |
| Negative (%) | 65.4% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -4538.89 |
|---|---|
| 5-th percentile | -3076.3775 |
| Q1 | -1321.3375 |
| median | -389.105 |
| Q3 | 375.38 |
| 95-th percentile | 2127.116 |
| Maximum | 2992.7 |
| Range | 7531.59 |
| Interquartile range (IQR) | 1696.7175 |
Descriptive statistics
| Standard deviation | 1552.7748 |
|---|---|
| Coefficient of variation (CV) | -3.0062351 |
| Kurtosis | 0.42620399 |
| Mean | -516.51808 |
| Median Absolute Deviation (MAD) | 791.42 |
| Skewness | -0.15849232 |
| Sum | -26858.94 |
| Variance | 2411109.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -444.85 | 1 | 1.9% |
| -936.84 | 1 | 1.9% |
| -926.02 | 1 | 1.9% |
| 894.77 | 1 | 1.9% |
| -1130.03 | 1 | 1.9% |
| 2992.7 | 1 | 1.9% |
| -277.86 | 1 | 1.9% |
| -400.36 | 1 | 1.9% |
| 138.12 | 1 | 1.9% |
| -825.2 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -4538.89 | 1 | |
| -3819.84 | 1 | |
| -3401.62 | 1 | |
| -2810.27 | 1 | |
| -2614.59 | 1 | |
| -2496.54 | 1 | |
| -2172.77 | 1 | |
| -2087 | 1 | |
| -1980.51 | 1 | |
| -1847.61 | 1 |
| Value | Count | Frequency (%) |
| 2992.7 | 1 | |
| 2614.32 | 1 | |
| 2400.18 | 1 | |
| 1903.7 | 1 | |
| 1710.84 | 1 | |
| 1486.79 | 1 | |
| 923.49 | 1 | |
| 894.77 | 1 | |
| 609.27 | 1 | |
| 537.24 | 1 |
Electricity
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
LPG
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -61.489038 |
| Minimum | -395.41 |
|---|---|
| Maximum | 91.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 38 |
| Negative (%) | 73.1% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -395.41 |
|---|---|
| 5-th percentile | -246.6725 |
| Q1 | -105.735 |
| median | -59.885 |
| Q3 | 4.4775 |
| 95-th percentile | 58.9355 |
| Maximum | 91.02 |
| Range | 486.43 |
| Interquartile range (IQR) | 110.2125 |
Descriptive statistics
| Standard deviation | 97.052798 |
|---|---|
| Coefficient of variation (CV) | -1.5783756 |
| Kurtosis | 1.8800976 |
| Mean | -61.489038 |
| Median Absolute Deviation (MAD) | 58.965 |
| Skewness | -1.1219302 |
| Sum | -3197.43 |
| Variance | 9419.2457 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -97.67 | 1 | 1.9% |
| -104.43 | 1 | 1.9% |
| 61.57 | 1 | 1.9% |
| -15.52 | 1 | 1.9% |
| -105.96 | 1 | 1.9% |
| 48.72 | 1 | 1.9% |
| -0.06 | 1 | 1.9% |
| 91.02 | 1 | 1.9% |
| 89.6 | 1 | 1.9% |
| 56.78 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -395.41 | 1 | |
| -284.61 | 1 | |
| -267.16 | 1 | |
| -229.91 | 1 | |
| -188.41 | 1 | |
| -174.46 | 1 | |
| -167.52 | 1 | |
| -157.3 | 1 | |
| -129 | 1 | |
| -123.3 | 1 |
| Value | Count | Frequency (%) |
| 91.02 | 1 | |
| 89.6 | 1 | |
| 61.57 | 1 | |
| 56.78 | 1 | |
| 48.72 | 1 | |
| 45.6 | 1 | |
| 34.45 | 1 | |
| 24.6 | 1 | |
| 21.6 | 1 | |
| 19.26 | 1 |
Gasoline/alcohol
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.7861538 |
| Minimum | -954.79 |
|---|---|
| Maximum | 998.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 28 |
| Negative (%) | 53.8% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -954.79 |
|---|---|
| 5-th percentile | -771.6855 |
| Q1 | -352.6375 |
| median | -64.6 |
| Q3 | 325.47 |
| 95-th percentile | 865.174 |
| Maximum | 998.87 |
| Range | 1953.66 |
| Interquartile range (IQR) | 678.1075 |
Descriptive statistics
| Standard deviation | 519.09001 |
|---|---|
| Coefficient of variation (CV) | -137.1022 |
| Kurtosis | -0.79140079 |
| Mean | -3.7861538 |
| Median Absolute Deviation (MAD) | 360.1 |
| Skewness | 0.20677104 |
| Sum | -196.88 |
| Variance | 269454.44 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -18.35 | 1 | 1.9% |
| 140.25 | 1 | 1.9% |
| 271.12 | 1 | 1.9% |
| 591.78 | 1 | 1.9% |
| 769.47 | 1 | 1.9% |
| 226.82 | 1 | 1.9% |
| 589.5 | 1 | 1.9% |
| -614.85 | 1 | 1.9% |
| 316.8 | 1 | 1.9% |
| 351.48 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -954.79 | 1 | |
| -876.29 | 1 | |
| -775.42 | 1 | |
| -768.63 | 1 | |
| -766.38 | 1 | |
| -657.02 | 1 | |
| -614.85 | 1 | |
| -581.45 | 1 | |
| -562.68 | 1 | |
| -526.65 | 1 |
| Value | Count | Frequency (%) |
| 998.87 | 1 | |
| 959.87 | 1 | |
| 926.18 | 1 | |
| 815.26 | 1 | |
| 769.47 | 1 | |
| 745.34 | 1 | |
| 736.08 | 1 | |
| 661 | 1 | |
| 591.78 | 1 | |
| 589.5 | 1 |
Kerosene/jet fuel
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 1 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -43.454902 |
| Minimum | -381.23 |
|---|---|
| Maximum | 204.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32 |
| Negative (%) | 61.5% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -381.23 |
|---|---|
| 5-th percentile | -228.19 |
| Q1 | -77.59 |
| median | -30.25 |
| Q3 | 22.005 |
| 95-th percentile | 66.77 |
| Maximum | 204.97 |
| Range | 586.2 |
| Interquartile range (IQR) | 99.595 |
Descriptive statistics
| Standard deviation | 98.936937 |
|---|---|
| Coefficient of variation (CV) | -2.2767728 |
| Kurtosis | 2.5585422 |
| Mean | -43.454902 |
| Median Absolute Deviation (MAD) | 51.47 |
| Skewness | -1.0102713 |
| Sum | -2216.2 |
| Variance | 9788.5175 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -54.86 | 2 | 3.8% |
| -42.15 | 1 | 1.9% |
| -53.13 | 1 | 1.9% |
| -12.86 | 1 | 1.9% |
| 29.32 | 1 | 1.9% |
| -30.25 | 1 | 1.9% |
| 3.28 | 1 | 1.9% |
| 59.67 | 1 | 1.9% |
| -14.76 | 1 | 1.9% |
| -5.49 | 1 | 1.9% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| -381.23 | 1 | |
| -287.11 | 1 | |
| -228.94 | 1 | |
| -227.44 | 1 | |
| -172.44 | 1 | |
| -170.47 | 1 | |
| -158.22 | 1 | |
| -124.52 | 1 | |
| -108.89 | 1 | |
| -88.15 | 1 |
| Value | Count | Frequency (%) |
| 204.97 | 1 | |
| 78.2 | 1 | |
| 68.78 | 1 | |
| 64.76 | 1 | |
| 59.67 | 1 | |
| 48.49 | 1 | |
| 32.89 | 1 | |
| 30.18 | 1 | |
| 29.32 | 1 | |
| 26.95 | 1 |
Diesel oil
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -22.104231 |
| Minimum | -697.58 |
|---|---|
| Maximum | 482.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32 |
| Negative (%) | 61.5% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -697.58 |
|---|---|
| 5-th percentile | -262.728 |
| Q1 | -170.6375 |
| median | -40.4 |
| Q3 | 51.43 |
| 95-th percentile | 444.331 |
| Maximum | 482.76 |
| Range | 1180.34 |
| Interquartile range (IQR) | 222.0675 |
Descriptive statistics
| Standard deviation | 222.86026 |
|---|---|
| Coefficient of variation (CV) | -10.082245 |
| Kurtosis | 1.3458006 |
| Mean | -22.104231 |
| Median Absolute Deviation (MAD) | 121.51 |
| Skewness | 0.33241631 |
| Sum | -1149.42 |
| Variance | 49666.696 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -42.01 | 1 | 1.9% |
| 14.57 | 1 | 1.9% |
| -59.34 | 1 | 1.9% |
| -149.28 | 1 | 1.9% |
| -232.46 | 1 | 1.9% |
| 10.5 | 1 | 1.9% |
| 452.79 | 1 | 1.9% |
| -154.03 | 1 | 1.9% |
| -249.56 | 1 | 1.9% |
| 437.41 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -697.58 | 1 | |
| -314.64 | 1 | |
| -267.48 | 1 | |
| -258.84 | 1 | |
| -249.56 | 1 | |
| -232.46 | 1 | |
| -226.16 | 1 | |
| -212.78 | 1 | |
| -193.88 | 1 | |
| -190.89 | 1 |
| Value | Count | Frequency (%) |
| 482.76 | 1 | |
| 464.12 | 1 | |
| 452.79 | 1 | |
| 437.41 | 1 | |
| 379.79 | 1 | |
| 319.18 | 1 | |
| 312.98 | 1 | |
| 150.86 | 1 | |
| 149.89 | 1 | |
| 148.79 | 1 |
Fuel oil
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -29.270962 |
| Minimum | -3130.1 |
|---|---|
| Maximum | 1001.46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 27 |
| Negative (%) | 51.9% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -3130.1 |
|---|---|
| 5-th percentile | -444.625 |
| Q1 | -78.08 |
| median | -5.61 |
| Q3 | 136.295 |
| 95-th percentile | 389.306 |
| Maximum | 1001.46 |
| Range | 4131.56 |
| Interquartile range (IQR) | 214.375 |
Descriptive statistics
| Standard deviation | 522.54241 |
|---|---|
| Coefficient of variation (CV) | -17.851905 |
| Kurtosis | 24.830764 |
| Mean | -29.270962 |
| Median Absolute Deviation (MAD) | 113.325 |
| Skewness | -4.0392032 |
| Sum | -1522.09 |
| Variance | 273050.57 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -69.03 | 1 | 1.9% |
| -210.79 | 1 | 1.9% |
| -138.01 | 1 | 1.9% |
| 112.51 | 1 | 1.9% |
| -224.1 | 1 | 1.9% |
| 65.86 | 1 | 1.9% |
| -44.86 | 1 | 1.9% |
| -9.71 | 1 | 1.9% |
| 249.18 | 1 | 1.9% |
| 258.23 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -3130.1 | 1 | |
| -747.94 | 1 | |
| -460.41 | 1 | |
| -431.71 | 1 | |
| -392.12 | 1 | |
| -386.31 | 1 | |
| -224.1 | 1 | |
| -210.79 | 1 | |
| -147.42 | 1 | |
| -141.56 | 1 |
| Value | Count | Frequency (%) |
| 1001.46 | 1 | |
| 856.15 | 1 | |
| 453.92 | 1 | |
| 336.44 | 1 | |
| 330.47 | 1 | |
| 301.91 | 1 | |
| 284.79 | 1 | |
| 258.23 | 1 | |
| 253.74 | 1 | |
| 249.18 | 1 |
Coke
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -41.085882 |
| Minimum | -427.38 |
|---|---|
| Maximum | 225.73 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 35 |
| Negative (%) | 67.3% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -427.38 |
|---|---|
| 5-th percentile | -203.235 |
| Q1 | -80.075 |
| median | -28.28 |
| Q3 | 10.71 |
| 95-th percentile | 108.24 |
| Maximum | 225.73 |
| Range | 653.11 |
| Interquartile range (IQR) | 90.785 |
Descriptive statistics
| Standard deviation | 106.35706 |
|---|---|
| Coefficient of variation (CV) | -2.5886522 |
| Kurtosis | 4.2846004 |
| Mean | -41.085882 |
| Median Absolute Deviation (MAD) | 46.32 |
| Skewness | -1.2274254 |
| Sum | -2095.38 |
| Variance | 11311.824 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -24.83 | 1 | 1.9% |
| -84.15 | 1 | 1.9% |
| -56.88 | 1 | 1.9% |
| 8.33 | 1 | 1.9% |
| -49.95 | 1 | 1.9% |
| 18.04 | 1 | 1.9% |
| 119.38 | 1 | 1.9% |
| -65.31 | 1 | 1.9% |
| 43.55 | 1 | 1.9% |
| -132.98 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| -427.38 | 1 | |
| -366.12 | 1 | |
| -223.69 | 1 | |
| -182.78 | 1 | |
| -160.71 | 1 | |
| -132.98 | 1 | |
| -117.94 | 1 | |
| -117.25 | 1 | |
| -115.87 | 1 | |
| -92.5 | 1 |
| Value | Count | Frequency (%) |
| 225.73 | 1 | |
| 119.38 | 1 | |
| 110.26 | 1 | |
| 106.22 | 1 | |
| 56.45 | 1 | |
| 43.77 | 1 | |
| 43.55 | 1 | |
| 40 | 1 | |
| 26.9 | 1 | |
| 24.14 | 1 |
Charcoal
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 52 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 548.0 B |
Gases
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 75.0% |
| Missing | 48 |
| Missing (%) | 92.3% |
| Memory size | 548.0 B |
| -2.57 | |
|---|---|
| -10.36 | |
| -8.56 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.25 |
| Min length | 5 |
Characters and Unicode
| Total characters | 21 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 50.0% |
Sample
| 1st row | -10.36 |
|---|---|
| 2nd row | -2.57 |
| 3rd row | -2.57 |
| 4th row | -8.56 |
Common Values
| Value | Count | Frequency (%) |
| -2.57 | 2 | 3.8% |
| -10.36 | 1 | 1.9% |
| -8.56 | 1 | 1.9% |
| (Missing) | 48 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.57 | 2 | |
| 10.36 | 1 | |
| 8.56 | 1 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 4 | |
| . | 4 | |
| 5 | 3 | |
| 2 | 2 | |
| 7 | 2 | |
| 6 | 2 | |
| 1 | 1 | 4.8% |
| 0 | 1 | 4.8% |
| 3 | 1 | 4.8% |
| 8 | 1 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13 | |
| Dash Punctuation | 4 | 19.0% |
| Other Punctuation | 4 | 19.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 3 | |
| 2 | 2 | |
| 7 | 2 | |
| 6 | 2 | |
| 1 | 1 | 7.7% |
| 0 | 1 | 7.7% |
| 3 | 1 | 7.7% |
| 8 | 1 | 7.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 21 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 4 | |
| . | 4 | |
| 5 | 3 | |
| 2 | 2 | |
| 7 | 2 | |
| 6 | 2 | |
| 1 | 1 | 4.8% |
| 0 | 1 | 4.8% |
| 3 | 1 | 4.8% |
| 8 | 1 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 21 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 4 | |
| . | 4 | |
| 5 | 3 | |
| 2 | 2 | |
| 7 | 2 | |
| 6 | 2 | |
| 1 | 1 | 4.8% |
| 0 | 1 | 4.8% |
| 3 | 1 | 4.8% |
| 8 | 1 | 4.8% |
Other secondary
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -16.505 |
| Minimum | -345.04 |
|---|---|
| Maximum | 196.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32 |
| Negative (%) | 61.5% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -345.04 |
|---|---|
| 5-th percentile | -154.5755 |
| Q1 | -29.1075 |
| median | -7.265 |
| Q3 | 14.765 |
| 95-th percentile | 61.594 |
| Maximum | 196.33 |
| Range | 541.37 |
| Interquartile range (IQR) | 43.8725 |
Descriptive statistics
| Standard deviation | 76.244175 |
|---|---|
| Coefficient of variation (CV) | -4.6194593 |
| Kurtosis | 8.2751129 |
| Mean | -16.505 |
| Median Absolute Deviation (MAD) | 22.245 |
| Skewness | -1.8964639 |
| Sum | -858.26 |
| Variance | 5813.1743 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -6.98 | 2 | 3.8% |
| 15.41 | 1 | 1.9% |
| -23.57 | 1 | 1.9% |
| -130.01 | 1 | 1.9% |
| -34.9 | 1 | 1.9% |
| -54.97 | 1 | 1.9% |
| 196.33 | 1 | 1.9% |
| 22.69 | 1 | 1.9% |
| 23.57 | 1 | 1.9% |
| 40.41 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| -345.04 | 1 | |
| -244.12 | 1 | |
| -184.6 | 1 | |
| -130.01 | 1 | |
| -54.97 | 1 | |
| -50.87 | 1 | |
| -45.57 | 1 | |
| -39.21 | 1 | |
| -38.51 | 1 | |
| -36.29 | 1 |
| Value | Count | Frequency (%) |
| 196.33 | 1 | |
| 78.38 | 1 | |
| 65.73 | 1 | |
| 58.21 | 1 | |
| 41.94 | 1 | |
| 40.41 | 1 | |
| 36.78 | 1 | |
| 23.57 | 1 | |
| 22.69 | 1 | |
| 22.37 | 1 |
Non-energy
Real number (ℝ)
| Distinct | 51 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.459808 |
| Minimum | -349.67 |
|---|---|
| Maximum | 412.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 27 |
| Negative (%) | 51.9% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -349.67 |
|---|---|
| 5-th percentile | -202.86 |
| Q1 | -54.1675 |
| median | -7.745 |
| Q3 | 73.9275 |
| 95-th percentile | 326.978 |
| Maximum | 412.99 |
| Range | 762.66 |
| Interquartile range (IQR) | 128.095 |
Descriptive statistics
| Standard deviation | 159.83256 |
|---|---|
| Coefficient of variation (CV) | 6.5344979 |
| Kurtosis | 0.43162757 |
| Mean | 24.459808 |
| Median Absolute Deviation (MAD) | 72.02 |
| Skewness | 0.54305513 |
| Sum | 1271.91 |
| Variance | 25546.448 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -202.86 | 2 | 3.8% |
| -53.93 | 1 | 1.9% |
| 111.18 | 1 | 1.9% |
| -44.44 | 1 | 1.9% |
| 20.06 | 1 | 1.9% |
| -349.67 | 1 | 1.9% |
| -34.01 | 1 | 1.9% |
| 306.75 | 1 | 1.9% |
| -31.75 | 1 | 1.9% |
| 28.23 | 1 | 1.9% |
| Other values (41) | 41 |
| Value | Count | Frequency (%) |
| -349.67 | 1 | |
| -231.58 | 1 | |
| -202.86 | 2 | |
| -174.79 | 1 | |
| -147.61 | 1 | |
| -125.58 | 1 | |
| -112.17 | 1 | |
| -110.43 | 1 | |
| -104.19 | 1 | |
| -102.84 | 1 |
| Value | Count | Frequency (%) |
| 412.99 | 1 | |
| 383.5 | 1 | |
| 348.78 | 1 | |
| 309.14 | 1 | |
| 306.75 | 1 | |
| 267.28 | 1 | |
| 260.27 | 1 | |
| 246.77 | 1 | |
| 167.71 | 1 | |
| 166.8 | 1 |
Total Secundaries
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -192.07327 |
| Minimum | -4212.44 |
|---|---|
| Maximum | 1334.75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 32 |
| Negative (%) | 61.5% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -4212.44 |
|---|---|
| 5-th percentile | -1065.329 |
| Q1 | -667.9925 |
| median | -181.345 |
| Q3 | 205.3475 |
| 95-th percentile | 1284.189 |
| Maximum | 1334.75 |
| Range | 5547.19 |
| Interquartile range (IQR) | 873.34 |
Descriptive statistics
| Standard deviation | 877.91954 |
|---|---|
| Coefficient of variation (CV) | -4.5707534 |
| Kurtosis | 7.6829758 |
| Mean | -192.07327 |
| Median Absolute Deviation (MAD) | 418.555 |
| Skewness | -1.5171516 |
| Sum | -9987.81 |
| Variance | 770742.72 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -345.28 | 1 | 1.9% |
| -411.99 | 1 | 1.9% |
| 186.53 | 1 | 1.9% |
| 320.23 | 1 | 1.9% |
| 142.16 | 1 | 1.9% |
| -47.56 | 1 | 1.9% |
| 1308.4 | 1 | 1.9% |
| -453.7 | 1 | 1.9% |
| 444.67 | 1 | 1.9% |
| 1088.87 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -4212.44 | 1 | |
| -1267.95 | 1 | |
| -1172.92 | 1 | |
| -977.3 | 1 | |
| -894.77 | 1 | |
| -876.41 | 1 | |
| -871.61 | 1 | |
| -827.15 | 1 | |
| -825.11 | 1 | |
| -823.11 | 1 |
| Value | Count | Frequency (%) |
| 1334.75 | 1 | |
| 1322.72 | 1 | |
| 1308.4 | 1 | |
| 1264.38 | 1 | |
| 1088.87 | 1 | |
| 978.87 | 1 | |
| 961.87 | 1 | |
| 444.67 | 1 | |
| 411.42 | 1 | |
| 361.71 | 1 |
Total
Real number (ℝ)
| Distinct | 52 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -708.59038 |
| Minimum | -4574.51 |
|---|---|
| Maximum | 2945.15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 37 |
| Negative (%) | 71.2% |
| Memory size | 548.0 B |
Quantile statistics
| Minimum | -4574.51 |
|---|---|
| 5-th percentile | -3270.676 |
| Q1 | -1420.2475 |
| median | -805.42 |
| Q3 | 337.12 |
| 95-th percentile | 1368.4185 |
| Maximum | 2945.15 |
| Range | 7519.66 |
| Interquartile range (IQR) | 1757.3675 |
Descriptive statistics
| Standard deviation | 1518.1494 |
|---|---|
| Coefficient of variation (CV) | -2.1424923 |
| Kurtosis | 0.37941358 |
| Mean | -708.59038 |
| Median Absolute Deviation (MAD) | 892.33 |
| Skewness | -0.082684317 |
| Sum | -36846.7 |
| Variance | 2304777.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -790.13 | 1 | 1.9% |
| -1348.83 | 1 | 1.9% |
| -739.5 | 1 | 1.9% |
| 1215 | 1 | 1.9% |
| -987.87 | 1 | 1.9% |
| 2945.15 | 1 | 1.9% |
| 1030.54 | 1 | 1.9% |
| -854.06 | 1 | 1.9% |
| 582.79 | 1 | 1.9% |
| 263.67 | 1 | 1.9% |
| Other values (42) | 42 |
| Value | Count | Frequency (%) |
| -4574.51 | 1 | |
| -3735.93 | 1 | |
| -3652.09 | 1 | |
| -2958.61 | 1 | |
| -2801.41 | 1 | |
| -2605.37 | 1 | |
| -2439.29 | 1 | |
| -2071.58 | 1 | |
| -2069.11 | 1 | |
| -2035.16 | 1 |
| Value | Count | Frequency (%) |
| 2945.15 | 1 | |
| 2606.88 | 1 | |
| 1391.26 | 1 | |
| 1349.73 | 1 | |
| 1215 | 1 | |
| 1030.54 | 1 | |
| 1011.24 | 1 | |
| 851.67 | 1 | |
| 840.75 | 1 | |
| 811.27 | 1 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| 171 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 1970 | -277.33 | NaN | -167.52 | NaN | NaN | NaN | NaN | NaN | -444.85 | NaN | -97.67 | -18.35 | -54.86 | -42.01 | -69.03 | -24.83 | NaN | NaN | 15.41 | -53.93 | -345.28 | -790.13 |
| 2 | 1971 | -966.96 | NaN | 30.12 | NaN | NaN | NaN | NaN | NaN | -936.84 | NaN | -104.43 | 140.25 | -77.82 | 14.57 | -210.79 | -84.15 | NaN | NaN | 14.55 | -104.19 | -411.99 | -1348.83 |
| 3 | 1972 | -494.74 | NaN | -88.54 | NaN | NaN | NaN | NaN | NaN | -583.29 | NaN | -105.66 | 179.68 | 7.39 | -267.48 | -392.12 | -17.24 | NaN | NaN | 58.21 | -202.86 | -740.09 | -1323.37 |
| 4 | 1973 | -3821.01 | NaN | 1.17 | NaN | NaN | NaN | NaN | NaN | -3819.84 | NaN | -61.43 | 204.61 | -55.69 | -139.74 | 301.91 | -4.83 | NaN | NaN | 41.94 | -202.86 | 83.91 | -3735.93 |
| 5 | 1974 | -1893.22 | NaN | -279.55 | NaN | NaN | NaN | NaN | NaN | -2172.77 | NaN | -60.20 | -189.61 | 68.78 | 379.79 | 1001.46 | -2.07 | NaN | NaN | -39.21 | 105.42 | 1264.38 | -908.39 |
| 6 | 1975 | 899.12 | NaN | -289.86 | NaN | NaN | NaN | NaN | NaN | 609.27 | NaN | -63.89 | -150.67 | -108.89 | 121.74 | 205.26 | 24.14 | NaN | NaN | -45.57 | 260.27 | 242.40 | 851.67 |
| 7 | 1976 | 427.91 | NaN | -275.59 | NaN | NaN | NaN | NaN | NaN | 152.32 | NaN | -129.00 | -461.12 | -54.86 | -102.88 | 253.74 | -160.71 | NaN | NaN | 19.21 | 166.80 | -468.81 | -316.49 |
| 8 | 1977 | 779.94 | NaN | -412.92 | NaN | NaN | NaN | NaN | NaN | 367.02 | NaN | -92.76 | -179.10 | 11.46 | -173.18 | 336.44 | -20.69 | NaN | NaN | 65.73 | 19.28 | -32.82 | 334.20 |
| 9 | 1978 | 972.74 | NaN | -49.24 | NaN | NaN | NaN | NaN | NaN | 923.49 | NaN | -174.46 | -332.74 | -73.72 | -314.64 | 453.92 | -15.86 | NaN | NaN | -3.51 | 348.78 | -112.22 | 811.27 |
| 10 | 1979 | -2503.70 | NaN | -306.57 | NaN | NaN | NaN | NaN | NaN | -2810.27 | NaN | -95.22 | -437.07 | -85.18 | 47.15 | 856.15 | 40.00 | NaN | NaN | -8.76 | -112.17 | 204.90 | -2605.37 |
| 171 | Year | Oil | Natural gas | Coal | Hydroenergy | Nuclear | Firewood | Sugarcane and products | Other Primary_x000d_ | Total Primaries | Electricity | LPG | Gasoline/alcohol | Kerosene/jet fuel | Diesel oil | Fuel oil | Coke | Charcoal | Gases | Other secondary | Non-energy | Total Secundaries | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | 2012 | 2046.85 | -2693.07 | 292.03 | NaN | NaN | NaN | NaN | 30.68 | -323.52 | NaN | -59.57 | 815.26 | 21.22 | 319.18 | 70.89 | 225.73 | NaN | NaN | -26.50 | -31.46 | 1334.75 | 1011.24 |
| 44 | 2013 | 1115.55 | -2675.45 | -194.94 | NaN | NaN | NaN | NaN | -27.74 | -1782.58 | NaN | 4.37 | 926.18 | 32.89 | -129.40 | 33.86 | 23.75 | NaN | NaN | 5.95 | 64.29 | 961.87 | -820.71 |
| 45 | 2014 | 756.87 | -2256.20 | -140.85 | NaN | NaN | NaN | NaN | -24.23 | -1664.41 | NaN | -10.08 | -412.33 | -55.51 | -179.45 | -53.09 | -67.47 | NaN | NaN | -1.62 | 4.66 | -774.88 | -2439.29 |
| 46 | 2015 | -502.24 | -1840.16 | -280.31 | NaN | NaN | NaN | NaN | 8.12 | -2614.59 | NaN | -1.78 | 959.87 | 25.25 | 312.98 | -26.91 | 43.77 | NaN | NaN | -24.49 | 34.02 | 1322.72 | -1291.87 |
| 47 | 2016 | -508.69 | NaN | -371.53 | NaN | NaN | NaN | NaN | NaN | -880.22 | NaN | 45.60 | 226.40 | 48.49 | -212.78 | -1.51 | -15.96 | NaN | NaN | -7.55 | 64.26 | 146.94 | -733.28 |
| 48 | 2017 | 228.32 | NaN | -156.37 | NaN | NaN | NaN | NaN | NaN | 71.95 | NaN | -67.18 | -223.08 | -62.48 | -94.31 | -64.18 | -77.56 | NaN | NaN | 4.71 | -10.63 | -594.71 | -522.76 |
| 49 | 2018 | -156.32 | NaN | -221.53 | NaN | NaN | NaN | NaN | NaN | -377.85 | NaN | -94.60 | -876.29 | 204.97 | 150.86 | 214.49 | -366.12 | NaN | NaN | -21.03 | -35.40 | -823.11 | -1200.96 |
| 50 | 2019 | -1744.95 | NaN | 11.58 | NaN | NaN | NaN | NaN | NaN | -1733.37 | NaN | 19.26 | -27.07 | -83.94 | -190.89 | -34.59 | -32.10 | NaN | NaN | -28.63 | 39.75 | -338.21 | -2071.58 |
| 51 | 2020 | 1456.00 | -3618.96 | 182.45 | NaN | NaN | NaN | NaN | NaN | -1980.51 | NaN | 14.78 | -102.13 | 30.18 | 25.14 | -63.94 | 110.26 | NaN | NaN | -50.87 | -18.07 | -54.65 | -2035.16 |
| 52 | 2021 | -1007.78 | -3598.93 | 67.82 | NaN | NaN | NaN | NaN | NaN | -4538.89 | NaN | -63.68 | 661.00 | -52.57 | -22.66 | -431.71 | -92.50 | NaN | NaN | -25.31 | -8.20 | -35.62 | -4574.51 |